In-Draft Compliance Nudge Agent for Brisbane Litigation Lawyers: Catch Disclosure, Citation and Privilege Issues Before You Hit Send

You’re drafting a statement of facts and contentions for an Administrative Review Tribunal matter at 9pm on a Sunday. The expert report you’re working from cites three authorities you haven’t pulled. Your junior has already passed sections through an LLM to tighten them. The disclosure paragraph isn’t drafted yet. Tomorrow morning the document goes to the client, then to the Tribunal. Every gap — undeclared AI assistance, an unverified citation, a privileged email pasted into a brief — has to be caught manually, by you, before lodgement. The In-Draft Compliance Nudge Agent is built to flag those issues while you’re still drafting, not at the door of the Tribunal.

The problem

The Administrative Review Tribunal’s practice directions for expert evidence and proceedings set explicit expectations on the form of material that comes before the Tribunal, including the basis on which expert opinions are formed and the obligations of practitioners assisting witnesses. Where AI tooling is used in producing material — drafting, summarising, citation lookup, or translation — the practitioner remains responsible for accuracy and for the appropriate disclosure of that use. The Australian Solicitors’ Conduct Rules require candour to courts and tribunals (Rule 19) and place a duty on solicitors to avoid disclosing confidential information (Rule 9). Translated to the drafting workstation, that means three failure modes converge in the same document: missing AI disclosure where it’s required, citations that no one has verified against an authoritative source, and privileged or confidential content that has been pasted into a draft destined for an external party. End-of-day manual review catches some of this. It doesn’t catch all of it.

What the In-Draft Compliance Nudge Agent does

The In-Draft Compliance Nudge Agent runs alongside your drafting workflow and surfaces compliance issues as you write, not after lodgement. It flags three classes of problem:

• Missing AI disclosure — where content patterns suggest AI assistance and no disclosure paragraph is present
• Dubious citations — case names, paragraph references or court attributions that don’t resolve against the Australian authority registry
• Privilege and confidentiality risks — content patterns indicating client-privileged material, settlement communications or unredacted personal information in a draft headed for external lodgement

The agent does not generate legal content. It does not rewrite your draft. It produces nudges — short, structured findings with a recommended action — that you accept, dismiss, or escalate.

How it works

1. You drop a draft (.txt or .md) into the RuleCheck interface, or paste a working section directly.
2. The agent extracts citation patterns and runs them deterministically against the Australian authority registry (Federal Court, ART, High Court, State Supreme Courts, AustLII). No model inference, no external LLM call.
3. It scans for AI-assistance patterns and checks the draft for the presence (and adequacy) of a disclosure paragraph appropriate to the forum — including ART proceedings where expert evidence is involved.
4. It runs a privilege-and-confidentiality pass: flagging fragments that look like privileged correspondence, without-prejudice content, or unredacted PII against the document’s intended recipient.
5. You receive a structured nudge report: each finding includes the location in the draft, the rule or source it relates to, and a recommended action (verify, disclose, redact, remove). The report is suitable for archiving alongside the matter file.

Why this matters in Brisbane

Brisbane litigation practices regularly act in ART matters — migration, NDIS, social security, veterans’ affairs and freedom of information reviews — where expert evidence and procedural compliance sit in the same document. The ART’s practice directions on expert evidence and related guidance set the bar for what material may be relied on and how it is presented. The Queensland legal profession operates under the Australian Solicitors’ Conduct Rules, including the candour obligations that extend to any AI-assisted material filed in a Tribunal or court. A nudge caught at 9pm Sunday — before the document leaves your machine — is materially cheaper than a finding raised at the Tribunal, or a complaint raised after lodgement.

Sources

• Administrative Review Tribunal — Practice Directions and Other Guidance for Professionals and Practitioners: https://www.art.gov.au/help-and-resources/professionals-and-practitioners/practice-directions-and-other-guidance
• Federal Court of Australia — Use of Generative Artificial Intelligence Practice Note (GPN-AI): https://www.fedcourt.gov.au/law-and-practice/practice-documents/practice-notes/gpn-ai
• Law Council of Australia — Australian Solicitors’ Conduct Rules: https://lawcouncil.au/policy-agenda/regulation-of-the-profession-and-ethics/australian-solicitors-conduct-rules
• AustLII (Australasian Legal Information Institute): https://www.austlii.edu.au/

Exegesis capability references:

• RuleCheck by Exegesis — live beta
• In-Draft Compliance Nudge Agent spec

Join the waitlist

Join the waitlist — be the first to know when pricing and access tiers launch for Brisbane litigation teams

The In-Draft Compliance Nudge Agent is moving into pilot through RuleCheck. We’re scoping the right pricing structure — per-matter, per-user monthly, or firm-licence — based on what Brisbane litigation teams actually need. Join the waitlist and we’ll let you know when access opens.